Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs - Chen, Xiaoqing; Wang, Ziwei; Wu, Dongrui (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Accuracy; adversarial attack; adversarial training; Algorithms; Alignment; Artificial neural networks; Brain modeling; brain-computer interface; Brain-Computer Interfaces; Classification; Classifiers; Computer vision; Covariance matrices; data alignment; Data models; EEG; Electroencephalogram; Electroencephalography; Electroencephalography - methods; Evoked Potentials - physiology; Human-computer interface; Humans; Image classification; Imagination - physiology; Interfaces; Machine Learning; Mental task performance; Model accuracy; Neural networks; Neural Networks, Computer; Perturbation methods; Robustness; Training